Optics and Precision Engineering, Volume. 32, Issue 14, 2166(2024)

Research on measurement technology of rocket recovery height based on monocular vision

Rong LU1,2, Gaopeng ZHANG1,2、*, Jianzhong CAO1,2, Weining CHEN1,2, Huinan GUO1,2, Haifeng ZHANG1,2, Zhe ZHANG1,2, Chao MEI1,2, and Lei GUAN1,2
Author Affiliations
  • 1University of Chinese Academy of Sciences, Beijing00049, China
  • 2Xi 'an Institute of Optics and Fine Mechanics, Chinese Academy of Sciences,Xi 'an710019,China
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    References(41)

    [1] [1] 陈志会, 宁雷, 王鹏. 运载火箭助推器回收技术分析与启示[J]. 宇航总体技术, 2021, 5(5): 66-74.CHENZ H, NINGL, WANGP. The development of launch vehicle booster recovery technology[J]. Astronautical Systems Engineering Technology, 2021, 5(5): 66-74.(in Chinese)

    [2] [2] 张楠. 深蓝航天:公里级垂直火箭回收只是起步[N]. 中国科学报, 2022-06-20.ZHANGN. Deep Blue Aerospace: Kilometer-level vertical rocket recovery is just the beginning[N]. China Science Daily, 2022-06-20. (in Chinese)

    [3] [3] 朱沛霖等.“垂直回收火箭着陆缓冲装置动力学研究”[C].第十二届多体动力学与控制暨第七届航天动力学与控制和第十五届全国分析力学联合学术会议会议, 2021.ZHUP L, et al. Kinetic study of landing buffer device for vertical recovery rocket[C]. The 12th Multibody Dynamics and Control and the 7th Aerospace Dynamics and Control and the 15th National Joint Conference on Analytical Mechanics,2021. (in Chinese)

    [4] S PARK, S YU, M KIM et al. Dual autoencoder network for retinex-based low-light image enhancement. IEEE Access, 6, 22084-22093(2809).

    [5] K M HE, J SUN, X O TANG. Single image haze removal using dark channel prior. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33, 2341-2353(2011).

    [6] R T TAN. Visibility in bad weather from a single image, 1-8(2008).

    [7] R FATTAL. Single image dehazing. ACM Transactions on Graphics, 27, 1-9(2008).

    [8] D BERMAN, T TREIBITZ, S AVIDAN. Non-local image dehazing, 1674-1682(2016).

    [9] [9] 颜廷龙, 李瑛, 王凤芹. 基于MRF模型的飞机飞行动作识别划分算法[J]. 计算机工程与科学, 2022, 44(1): 159-164.YANT L, LIY, WANGF Q. Recognition and division of aircraft flight action based on MRF model[J]. Computer Engineering & Science, 2022, 44(1): 159-164.(in Chinese)

    [10] [10] 刘国, 吕群波, 刘扬阳. 基于自适应暗原色的单幅图像去雾算法[J]. 光子学报, 2018, 47(2): 0210001. doi: 10.3788/gzxb20184702.0210001LIUG, LÜQ B, LIUY Y. Single image dehazing algorithm based on adaptive dark channel prior[J]. Acta Photonica Sinica, 2018, 47(2): 0210001.(in Chinese). doi: 10.3788/gzxb20184702.0210001

    [11] N VIEIRA LOPES, P A MOGADOURO DO COUTO, H BUSTINCE et al. Automatic histogram threshold using fuzzy measures. IEEE Transactions on Image Processing, 19, 199-204(2010).

    [12] A DJEMA, Y CHIBANI. Binarization of historical documents using self-learning classifier based on K-Means and SVM, 1-5(2013).

    [13] [13] 梁肇峻, 钟俊. 基于Otsu算法与直方图分析的自适应Canny算法的改进[J]. 现代电子技术, 2019, 42(11): 54-58.LIANGZ J, ZHONGJ. Adaptive Canny algorithm improvement based on Otsu algorithm and histogram analysis[J]. Modern Electronics Technique, 2019, 42(11): 54-58.(in Chinese)

    [14] N OTSU. A threshold selection method from gray-level histograms. IEEE Transactions on Systems, Man, and Cybernetics, 9, 62-66(1979).

    [15] A ROSENFELD, J L PFALTZ. Sequential operations in digital picture processing. Journal of the ACM, 13, 471-494(1966).

    [16] [16] 张国和, 徐快, 段国栋, 等. 一种适于硬件实现的快速连通域标记算法[J]. 西安交通大学学报, 2018, 52(8): 95-101. doi: 10.7652/xjtuxb201808015ZHANGG H, XUK, DUANG D, et al. A fast labeling algorithm of connected components applicable for hardware implementation[J]. Journal of Xi’an Jiaotong University, 2018, 52(8): 95-101.(in Chinese). doi: 10.7652/xjtuxb201808015

    [17] F CHANG, C J CHEN, C J LU. A linear-time component-labeling algorithm using contour tracing technique. Computer Vision and Image Understanding, 93, 206-220(2004).

    [18] C GRANA, D BORGHESANI, R CUCCHIARA. Optimized block-based connected components labeling with decision trees. IEEE Transactions on Image Processing: a Publication of the IEEE Signal Processing Society, 19, 1596-1609(2010).

    [19] [19] 郭仕杰, 付茂洺. 基于双目视觉系统的测距研究[J]. 中国民航飞行学院学报, 2022, 33(2): 26-30.GUOS J, FUM M. Climatic features of southeast coastal areas and its influence to helicopter[J]. Journal of Civil Aviation Flight University of China, 2022, 33(2): 26-30.(in Chinese)

    [20] [20] 蔡迅华, 李明懋. 基于单目测距方法的自动导引小车导航系统[J]. 自动化应用, 2021(5): 68-70.CAIX H, LIM M. Navigation system of automatic guided vehicle based on single visual distance method[J]. Automation Application, 2021(5): 68-70.(in Chinese)

    [21] [21] 冯肖维, 谢安安, 肖健梅, 等. 非合作纹理目标单目位姿计算[J]. 光学 精密工程, 2020, 28(8): 1775-1784.FENGX W, XIEA A, XIAOJ M, et al. Monocular pose calculation of non-cooperation textured object[J]. Optics and Precision Engineering, 2020, 28(8): 1775-1784.(in Chinese)

    [22] M A FISCHLER, R C BOLLES. Random Sample Consensus A Paradigm for Model Fitting with Applications to Image Analysis and Automated Cartography. Readings in Computer Vision, 726-740(1987).

    [23] J BRIALES, L KNEIP, J GONZALEZ-JIMENEZ. A certifiably globally optimal solution to the non-minimal relative pose problem, 145-154(2018).

    [24] [24] 刘文瀚,孙凌宇,李庆翔,杜小禹,王威,秦红亮.视觉和激光雷达里程计紧耦合的SLAM算法研究[J].激光与光电子学进展, 2023, 60(14): 358-368.LIUW H, SUNL Y, LIQ X, DUX Y, WANGW, QINH L. SLAM algorithm with tight coupling of vision and lidar odometer[J]. Laser & Optoelectronics Progress, 2023, 60(14): 358-368. (in Chinese)

    [25] [25] 朱林梅, 董秀成, 张征宇, 等. 面向奇异构型目标点分布的相机位姿估计算法[J]. 光子学报, 2021, 50(7): 0715001.ZHUL M, DONGX C, ZHANGZ Y, et al. Camera pose estimation algorithm for singular configuration of target points[J]. Acta Photonica Sinica, 2021, 50(7): 0715001.(in Chinese)

    [26] [26] 刘松林, 哈长亮, 郝向阳, 等. 基于机器视觉的线阵CCD相机成像几何模型[J]. 测绘科学技术学报, 2006, 23(5): 387-390.LIUS L, HAC L, HAOX Y, et al. Line scanor camera” s imaging model based on machine vision[J]. Journal of Geomatics Science and Technology, 2006, 23(5): 387-390.(in Chinese)

    [27] D Q WANG, Q JI, BR HUANG et al. Polarization-based smoke removal method for surgical images. Biomed. Opt. Express 13, 2379(2364).

    [28] W XU, R W CHEN, Q B ZHOU et al. Image degradation modeling for real-world super resolution via conditional normalizing flow. Applied Sciences, 11, 4735(2021).

    [29] [29] 王娟, 刘远远, 张馨午, 等. 雾霾图像中大气光值估计方法综述[J]. 激光杂志, 2021, 42(9): 6-10.WANGJ, LIUY Y, ZHANGX W, et al. Summary of atmospheric light value estimation methods in haze images[J]. Laser Journal, 2021, 42(9): 6-10.(in Chinese)

    [30] Z WANG, A C BOVIK, H R SHEIKH et al. Image quality assessment: from error visibility to structural similarity. IEEE Transactions on Image Processing, 13, 600-612(2004).

    [31] [31] 孙传富, 彭涛, 陆永刚, 等. 连铸坯三维测量多线结构光的中心条纹快速提取[J]. 光学 精密工程, 2023, 31(3): 380-392. doi: 10.37188/OPE.20233103.0380SUNC F, PENGT, LUY G, et al. Fast extraction center stripe of multi-line-structured light for three-dimensional measurement of casting slab[J]. Opt. Precision Eng., 2023, 31(3): 380-392.(in Chinese). doi: 10.37188/OPE.20233103.0380

    [32] [32] 徐寒. 基于高斯曲面拟合的扩展目标跟踪算法研究[D]. 银川: 宁夏大学, 2022. doi: 10.1155/2022/2246522XUH. Research on extended target tracking algorithm based on Gaussian surface fitting[D]. Yinchuan: Ningxia University, 2022. (in Chinese). doi: 10.1155/2022/2246522

    [33] [33] 胡志阳, 谭佳源, 刘国华. 一种基于白平衡和多项式回归结合的中医望诊图像校正算法[J]. 南开大学学报(自然科学版), 2022, 55(4): 25-28, 37.HUZ Y, TANJ Y, LIUG H. A Chinese medicine diagnosis image correction algorithm based on white balance and polynomial regression[J]. Acta Scientiarum Naturalium Universitatis Nankaiensis, 2022, 55(4): 25-28, 37.(in Chinese)

    [34] E Y LAM. Combining gray world and retinex theory for automatic white balance in digital photography, 134-139(2005).

    [35] [35] 王迪,袁三一,王尚旭. 基于自适应阈值约束的无监督聚类智能速度拾取和动校正[C].SPG/SEG南京2020年国际地球物理会议论文集, 2020:1025-1028.WANGD, YUANS Y, WANGS X. Intelligent velocity picking and dynamic correction for unsupervised clustering based on adaptive threshold constraints[C]. Proceedings of SPG/SEG 2020 International Geophysical Conference , Nanjing, 2020:1025-1028(in Chinese)

    [36] [36] 胡晋山, 康建荣, 张琪, 等. 一种八邻域图像边界追踪改进算法[J]. 测绘通报, 2018(12): 21-25.HUJ S, KANGJ R, ZHANGQ, et al. An improving image boundary tracking algorithm based on eight neighborhood[J]. Bulletin of Surveying and Mapping, 2018(12): 21-25.(in Chinese)

    [37] [37] 叶声华, 邾继贵, 王仲, 等. 视觉检测技术及应用[J]. 中国工程科学, 1999, 1(1): 49-52, 62. doi: 10.3969/j.issn.1009-1742.1999.01.011YES H, ZHUJ G, WANGZ, et al. Visual inspection technology and its application[J]. Strategic Study of CAE, 1999, 1(1): 49-52, 62.(in Chinese). doi: 10.3969/j.issn.1009-1742.1999.01.011

    [38] [38] 全燕鸣, 黎淑梅, 麦青群. 基于双目视觉的工件尺寸在机三维测量[J]. 光学 精密工程, 2013, 21(4): 1054-1061. doi: 10.3788/ope.20132104.1054QUANY M, LIS M, MAIQ Q. On-machine 3D measurement of workpiece dimensions based on binocular vision[J]. Opt. Precision Eng., 2013, 21(4): 1054-1061.(in Chinese). doi: 10.3788/ope.20132104.1054

    [39] [39] 黄桂平, 李广云, 王保丰, 等. 单目视觉测量技术研究[J]. 计量学报, 2004, 25(4): 314-317.HUANGG P, LIG Y, WANGB F, et al. Evolution for monocular vision measurement[J]. Acta Metrologica Sinica, 2004, 25(4): 314-317.(in Chinese)

    [40] [40] 张业鹏, 何涛, 文昌俊, 等. 机器视觉在工业测量中的应用与研究[J]. 光学 精密工程, 2001, 9(4): 324-329.ZHANGY P, HET, WENC J, et al. Applications of machine vision in industry inspection and its research[J]. Opt. Precision Eng., 2001, 9(4): 324-329.(in Chinese)

    [41] [41] 周芮, 刘延芳, 齐乃明, 等. 面向空间应用的视觉位姿估计技术综述[J]. 光学 精密工程, 2022, 30(20): 2538-2553. doi: 10.37188/OPE.20223020.2538ZHOUR, LIUY F, QIN M, et al. Overview of visual pose estimation methods for space missions[J]. Opt. Precision Eng., 2022, 30(20): 2538-2553.(in Chinese). doi: 10.37188/OPE.20223020.2538

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    Rong LU, Gaopeng ZHANG, Jianzhong CAO, Weining CHEN, Huinan GUO, Haifeng ZHANG, Zhe ZHANG, Chao MEI, Lei GUAN. Research on measurement technology of rocket recovery height based on monocular vision[J]. Optics and Precision Engineering, 2024, 32(14): 2166

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    Paper Information

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    Received: Dec. 22, 2023

    Accepted: --

    Published Online: Sep. 27, 2024

    The Author Email: ZHANG Gaopeng (zhanggaopeng@opt.ac.cn)

    DOI:10.37188/OPE.20243214.2166

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